The harsh fluorescent lights of the art studio seemed to mock Chloe. Her painting, a vibrant explosion of color and emotion she’d poured herself into, received a lukewarm response. The instructor’s assessment, a curt "lacks cohesion," stung deeper than any harsh critique before. Chloe's lower lip trembled, and she bit down hard, preventing tears. She looked at the other students' works, all seemingly perfect, and felt a profound sense of isolation.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296